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Question No. 1

A data architect plans to build an app that contains geographically diverse data that must be specificto user run-time selections. The source contains transactional dat

a. The app must have minimal impact on already limited server resources.

Which approach should the data architect use?

A. Loop and ReduceB. QVDsC. In-memoryD. ODAG

Answer: A

Question No. 2

Refer to the exhibit.

This table contains information about the number of admissions and discharges of patients in ahospital. The values can be positive or negative. The data architect needs to create an extra columnthat contains the number of patients that are currently in the hospital.

Which script should the data architect use ?

A)

B)

C)

D)

A. Option AB. Option BC. Option CD. Option D

Answer: A

Question No. 3

A data architect is developing an app that will generate QVDs for multiple business analysts. Thefield naming conventions on the source data are NOT business friendly. For every table loaded,multiple fields will require a name change.

An Excel file is maintained centrally that lists all source data field names and the appropriate namesas they should appear in the QVDs

Which strategy should the data architect use to meet these requirements?

A. Use the Rename function and a mapping loadB. Create master items using business-friendly namesC. Use the Alias function and a mapping loadD. Load in the Excel file as a data island and use the Peek function

Answer: A

Question No. 4

Refer to the exhibit.

A data architect builds a simple data model to show the relationship between students and exams.The data is loaded. Every StudentID in the Exams table should be found in the Students table. Somestudents have NOT taken an exam.

The data architect selects the field "StudentID" from the Students table and sees the following:

A data architect needs to fix this anomaly.

What should the data architect do to ensure data integrity?

A. Update the Students table and add 16.7% of the missing recordsB. Remove records from the Exams table where StudentID is nullC. Update the Exams table and add 33.4% of the missing recordsD. In the LOAD script, add DISTINCT before the Students and Exams tables

Answer: C

Question No. 5

A data architect needs to upload different data sources. To properly handle null values, the dataarchitect decides to set all of these values to "Missing Value".

Which syntax should the data architect use?

A. NullAsValue*; Set NullValues = 'Missing Value';B. NullasNull *; Set NullValues = 'Missing Value';C. NullasNull *; Set NullValue = 'Missing Value';D. NullAsValue*; Set NullValue = 'Missing Value';

Answer: C